Polyadic Sets and Homomorphism Counting
Luca Reggio

TL;DR
This paper introduces a categorical framework using polyadic sets to analyze homomorphism counts, extending classical graph isomorphism results to infinite structures with new counting theorems.
Contribution
It develops a novel categorical approach based on polyadic sets for homomorphism counting, applicable to both finite and infinite structures.
Findings
Categorical framework for homomorphism counting using polyadic sets
Extension of Lovasz's result to infinite structures like trees and profinite algebras
New homomorphism counting theorems for various classes of structures
Abstract
A classical result due to Lovasz (1967) shows that the isomorphism type of a graph is determined by homomorphism counts. That is, graphs G and H are isomorphic whenever the number of homomorphisms from K to G is the same as the number of homomorphisms from K to H for all graphs K. Variants of this result, for various classes of finite structures, have been exploited in a wide range of research fields, including graph theory and finite model theory. We provide a categorical approach to homomorphism counting based on the concept of polyadic (finite) set. The latter is a special case of the notion of polyadic space introduced by Joyal (1971) and related, via duality, to Boolean hyperdoctrines in categorical logic. We also obtain new homomorphism counting results applicable to a number of infinite structures, such as finitely branching trees and profinite algebras.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsBayesian Modeling and Causal Inference · Advanced Database Systems and Queries · Data Management and Algorithms
